Before the program

  • Make sure to have created a GitHub account and report your username in this short survey .

  • Join our GitHub organization, you should have received an email invitation.

  • Join our Slack workspace, you should have received an email. You may want to download the Slack app because we will be using this for communication throughout the program. Make sure notifications are on.

  • Install R Yes, you do need to download and install R even if you have downloaded before. There is a newer version.

  • Install RStudio Yes, you do need to download and install RStudio even if you have downloaded before. There is a newer version. Download the free Desktop version.

  • Install and setup git

  • Test your installations

Day 1 - July 11

Location Topic Materials
DBH 4011 Probability part 1
Probability part 2
Probability part 3
(annotated slides: )
(annotated slides: )
(annotated slides: )
DBH 4011 R coding basics

Day 2 - July 12

Location Topic Materials
DBH 4011 (9am-12pm) Expectation and Monte Carlo Estimation
Inversion method and rejection sampling
(annotated slides: )
(annotated slides: )
ISEB 2020 (1:30-3:25pm) Lab
Lab solution
html: (Rmd file: )
html: (Rmd file: )

Day 3 - July 13

Location Topic Materials
DBH 4011 Intro toolkit
Summarizing data
Visualizing data


DBH 4011 Lab
Lab solutions
available on GitHub
Rmd: (html: )
DBH 4011 Career talk: Brian Martin

Day 4 - July 14

Location Topic Materials
DBH 4011 Workflow practices
Changing variables
Bayes’ Rule


DBH 4011 Lab Rmd: (html: )
DBH 4011 Career panel: Jessica George, Michael M Thomas, & Emily Zabor

Day 5 - July 15

Location Topic Materials
DBH 4011 Likelihood, MLE, and Bayesian Inference (annotated slides: )
DBH 4011 Metropolis-Hastings
DBH 4011 Lab 5
Lab solution

Day 6 - July 18

Location Topic Materials
DBH 4011 Role of statistics
Adjustment
fev.raw data
Adjustment FEV script



DBH 4011 Lab salary data

Day 7 - July 19

Location Topic Materials
DBH 3011 Prediction

Day 8 - July 20

Location Topic Materials
DBH 4011
DBH 4011 (1:30-3:25pm) Graduate School Panel

Day 9 - July 21

Location Topic Materials
DBH 4011 (9am-12pm)
ISEB 1010 (1:30-3:25pm)

Day 10 - July 22

Location Topic Materials
DBH 4011

Day 11 - July 25

Location Topic Materials
DBH 4011

Day 12 - July 26

Location Topic Materials
DBH 3011

Day 13 - July 27

Location Topic Materials
DBH 4011

Day 14 - July 28

Location Topic Materials
DBH 4011

Day 15 - July 29

Location Topic Materials
DBH 4011

Day 16 - August 1

Location Topic Materials
DBH 4011

Day 17 - August 2

Location Topic Materials
DBH 3011

Day 18 - August 3

Location Topic Materials
DBH 4011

Day 19 - August 4

Location Topic Materials
DBH 4011

Day 20 - August 5

Location Topic Materials
DBH 4011

Day 21 - August 8

Location Topic Materials
DBH 2011

Day 22 - August 9

Location Topic Materials
DBH 2011

Day 23 - August 10

Location Topic Materials
DBH 2011

Day 24 - August 11

Location Topic Materials
DBH 2011

Day 25 - August 12

Location Topic Materials
DBH 2011

Day 26 - August 15

Location Topic Materials
DBH 2011

Day 27 - August 16

Location Topic Materials
DBH 2011

Day 28 - August 17

Location Topic Materials
DBH 2011

Day 29 - August 18

Location Topic Materials
DBH 2011

Day 30 - August 19

Location Topic Materials
DBH 2011